Case Studies

No AI account

Use the supplied response and tutor fixtures, not an invented transcript. You can pass this module's reasoning and workflow outcomes. You cannot claim operational experience with a provider you did not use.

Fluent translation

A learner requests an explanation in their strongest language. Check that quantities, conditions and uncertainty survive the translation. The assessment concerns meaning and independent reasoning, not accent or English fluency.

Confident false citation

A response names a study that you cannot find. Preserve the exact claim, search an appropriate original source and mark what remains unverified. A failed search does not establish that no such study exists; it does prevent treating that citation as verified evidence.

Too much help

An assistant supplies a full solution despite a hint request. Label the exposure, use the solution for review if helpful and select a new independent variant. The exposed task cannot honestly serve as the fresh test.